John Davie wished Consumers Edge Platform, the hospitality procurement enterprise he based and nonetheless leads, to learn from the AI wave. When he appeared round, the CEO wasn’t happy with the choices.
The reply was CollectivIQ, a Boston-based firm incubated at Consumers Edge Platform that provides customers extra correct solutions to their AI queries by displaying them responses that pull data from ChatGPT, Gemini, Claude, Grok — and as much as 10 different fashions — all on the similar time.
When new AI instruments started hitting the market a number of years in the past, Davie informed TechCrunch he was excited in regards to the potential and inspired his workers to attempt them out. His optimism was short-lived.
“We had a little bit of a wake-up name a few 12 months in the past after we discovered that if our workers are simply utilizing any numerous AI instruments, and even their very own license, it could possibly be coaching on our firm data,” Davie stated. “We could possibly be primarily edging our competitor.”
Davie appeared into safer enterprise AI contracts and found costly long-term contracts for big language fashions that produced inaccurate data and hallucinations.
“We hated having to determine which workers deserved AI,” he stated. “What actually made it worse, workers had been complaining about hallucinated, biased solutions. Generally it was actually giving us flat, incorrect solutions that made their means into PowerPoint displays and canopy displays.”
He challenged his chief expertise officer to construct one thing higher.
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The outcome was CollectivIQ. The spinout created a device that queries a number of massive language fashions, together with these from OpenAI, Anthropic, Google, and xAI on the similar time. The software program searches for overlapping and differing data to supply a fused reply that’s meant to be extra correct than these produced by every LLM by itself.
All the info concerned with CollectivIQ prompts is encrypted and deleted after use to keep up enterprise-grade privateness, the corporate claimed.
“As someone who simply loves expertise, you’re at all times on the lookout for the most effective of the most effective, proper?” Davie stated. “You at all times wish to have the newest, best iPhone or laptop computer or device and I wished to provide my workers the most effective of the most effective of AI, however there was actually nothing on the market that you recognize would convey all of them collectively into one.”
CollectivIQ began rolling the software program out internally to its workers in the beginning of 2026. The preliminary response was robust, Davie stated. As soon as Davie discovered that lots of Consumers Edge Platform’s clients had been coping with the identical confusion or hesitation round adopting AI instruments, the corporate determined to launch it to the general public.
The software program was constructed utilizing AI mannequin enterprise APIs. CollectivIQ pays for the token prices and its clients pay by utilization, which Davie hopes will assist the corporate stand out in a crowded enterprise AI market.
“I’m hoping that this can be a breath of contemporary air for firms that see that they aren’t going to should be dedicated,” Davie stated. “They’re solely going to pay for the worth they get out of it.”
CollectivIQ was absolutely funded by Davie, who informed TechCrunch he plans to hunt exterior capital in some unspecified time in the future later this 12 months. For Davie, it’s been enjoyable to be again constructing a brand new startup almost 28 years after he launched his present firm.
“It does really feel like means again within the day and we’re doing it over again and being scrappy and being very within the weeds on LLMs and put up coaching and all kinds of issues I used to be not skilled in,” Davie stated. “It’s enjoyable and thrilling. I am going sit hand and hand with the software program builders constructing the product, that’s how I obtained my predominant firm, it’s a variety of enjoyable.”
