FactTrace

Ready to architect the future of AI Trust? 🚀 We are making semantical fingerprints so powerful that the source of facts can no longer be hidden. We need a Technical Operations & Delivery Lead to bridge our science with the world. ⚙️ Are you: 🌟 The Rising Star: 3–5 years in Tech Consulting or client facing DevOps/SRE. 🧠 The Translator: High EQ to align deep research with client needs. ✅ The Finisher: Owner of water-tight systems and professional delivery. The Mission: Own the operational roadmap, scale our cloud infrastructure, and lead the technical execution of our enterprise deployments. 💎 Join the mission. Build the standard. Apply below. 👇👇 👇 👇 👇 👇 👇 👇 #FactTrace #AITrust #TechOps #Innovation https://lnkd.in/eVeF5MYb

In law, finance, and enterprise operations, hallucination isn't just a probabilisitic error, it's a fiduciary liability. FactTrace, we solve this through semantic fingerprinting. We convert critical facts into tamper-evident digital fingerprints. By doing so, we ensure that the underlying meaning of a document remains mathematically verifiable and cannot mutate during LLM processing or generation. AI needs a trust layer. We are building it. #AI #EnterpriseTech #DataIntegrity #FactTrace https://lnkd.in/evBUgrau

One quarter in, and the frequency of the world 🌎 has already shifted. At FactTrace, our pace has moved even faster. As facts mutate at light speed, we stay focused: keeping the line between match and mutation as clear as day and night, enabling a seamless exchange between enterprises, AI systems, and those who act on them. We no longer accept facts without fingerprints. Every fact that matters must show its source, its path, and where it changed. Truth does not need to be shouted. It needs to be shown and when it shifts, the shift must be known. We are building the infrastructure for trust in the age of AI. Our fellowship is open. Join us: https://lnkd.in/e9SsZAZ2

Have you caught with the latest issue of iQ business magazine yet? You can pick it up - for free - from business and science parks across the Cambridge and West Suffolk region, or read it in full via the digital edition link below. And it's a packed issue. On the cover is Loubna Bouarfa, who we talk to about FactTrace. Look out for a look at the top 100 businesses in Cambridgeshire and the top 100 in Suffolk. Read Paul Brackley's interview with Redgate Software CEO Jakub Lamik and Bregal Sagemount co-founder Adam Fuller. Learn about when to use #AI - and when not to. Read about Sonus Health and the 'petpocalypse'. And check out Mike Scialom's piece on L'AccelertOR, run by L'Oréal with the Cambridge Institute for Sustainability Leadership (CISL). Hear from Richard Watson at BDO on the region's importance to the national economy. And read columns from Ryan Windsor, Allia, Byard Art and more. https://lnkd.in/enuB8CyW

The #21toWatch Top21.2026 Companies have now been announced. A massive congratulations to: Cyclana Bio is a team of interdisciplinary scientists merging computational and tissue-level biology to discover a cure for endometriosis, targeting the dark matter of tissue: the extracellular matrix.  FactTrace is building the truth infrastructure for the AI era: a foundation that preserves the integrity of meaning as language moves between people, systems, and machines.  Loop52 is a circular plastics platform for the automotive industry, creating a scalable system that connects dismantlers, recyclers, and OEMs to meet new EU recycled-content regulations for Automotive Plastic Circularity.  Protalea Bio is developing effective treatments that halt the progression of cancer and neurodegeneration, thereby prolonging healthy life. They do this by targeting pre-disease inflammation before the disease has a chance to develop.  Serenatis Bio is a start-up biotech developing three novel drugs to treat obsessive-compulsive disorder (OCD), a common yet poorly treated and devastating mental illness with huge unmet need and commercial opportunity.     Shuffle Energy is closing the 'Spark gap'. By being the software component connecting heat pumps, hot water tanks and e-boiler to energy markets we reduce electric heating costs by 30-60%.    SomNyx is a spin-out from OcchipintiGroup at the University of Cambridge. They’re developing the first AI-powered, textile-based, clinical-grade wearable for hospital-to-home sleep analysis and early detection of brain disorders. Proudly supported by Premium Sponsors Birketts LLP Marks & Clerk and Mishcon de Reya LLP

Big moment for our team. FactTrace is featured as the cover story in IQ Magazine by the Cambridge Independent. Proud to be building this in Cambridge. Grateful to everyone supporting the journey. Full story below 👇👇👇 #FactTrace #Cambridge #AI #DeepTech

⚖️ Information is moving faster than humans can track...so we built a way for #AI to defend it. Last week FactTrace in collaboration with University of Cambridge MPhil Data Intensive Science launched its inaugural hackathon, challenging 40 of the world’s sharpest minds to build autonomous AI Truth Juries that detect "meaning drift" and protect information integrity. Huge congratulations to all our participants for their relentless curiosity, and a special shout-out to the winners for pioneering an innovative agentic AI solutions! Watch the recap video below to experience the energy at the Ray Dolby Centre and see how we’re ensuring meaning remains itself as it moves through machines. Join us on this journey...the adventure has only just begun. #FactTrace #CambridgeAI #AITruth #FutureOfIntegrity #AIHackathon https://lnkd.in/eSPBAV9m

🚀 One month ago, we stepped out of incubation and became FactTrace. In just four weeks, this mission moved from a lab proof-of-concept to something far more urgent: 🧭 infrastructure for reality itself. Coming back from Davos, the contrast was impossible to miss. While the world’s cloud empires race to scale #AI that generates plausibility at speed ⚡️, we are focused on something harder — and far more necessary: 🛡️ preserving #truth in a small, verifiable #fingerprint. That contrast crystallised during our inaugural FactTrace Hackathon in Cambridge. 👩💻👨💻 40+ MPhil/DPhil students — many complete strangers — sat down with nothing but their laptops and their judgment. No templates. No scripts. No comfort. ⏱️ In just three hours, they built, tested, and demoed integrated multi-agent systems tackling problems most organisations avoid: 🥇 Kepler — modelling the validity of knowledge itself, surfacing the root of disagreement rather than forcing a verdict 🥈 North Star — resolving temporal scoping and causality so only true signal survives 🥉 Polaris — neutralising early-stage algorithmic bias through a judge-led jury design If a group of students can do this in an afternoon, 🔥 imagine what becomes possible when this energy is focused, resourced, and deployed. This is what it looks like when engineering meets conviction. And this is only the beginning.

🚨 Spots are filling up 🚨 Just a handful of places left for the FactTrace Hackathon this weekend — registrations will close very soon. 👉 Register now: facttrace.ai/hackathon

At #Davos, one thing is clear: the future of AI is a choice. Do we scale brute-force foundational models — massive data centres, massive energy use — or do we build lean, precision-driven systems that extract meaning, not just data? At FactTrace, we believe the future belongs to signal over noise: minimal data, intelligent compression, and verifiable meaning at scale. Because in a world shaped by narratives, #truth is #infrastructure. #Davos #AI #SignalOverNoise #LeanAI #FactTrace