Act A — The Biomechanical Testimony Problem
Occupational injury litigation involving disputed causation — was the injury caused by the workplace incident or a pre-existing condition? — requires biomechanical expert testimony to resolve what the medical record cannot. A treating physician can document the injury; only a biomechanical engineer with gait analysis and occupational loading expertise can speak to whether the mechanism of injury is consistent with the claimed event and the plaintiff's physical capacity to perform the job they held.
In Alberta, that expert must also be qualifiable in the Court of Queen's Bench. The biomechanical experts in Western Canada who meet both criteria — subspecialty gait and occupational loading analysis, plus Alberta court qualification history — number fewer than a dozen. Most of them have long-standing consulting relationships with insurance companies that are the defendants in the cases where their testimony is most needed.
Act B — The Story
Laura had been retained by a 44-year-old warehouse supervisor whose L4-L5 disc herniation had ended her career. The insurer disputed causation. The case turned on whether the injury was caused by the single high-load incident documented in the incident report or by cumulative occupational loading over ten years — a question only biomechanical analysis could resolve.
With six weeks to the report deadline, Laura's referral network had produced four names. Two held active consulting relationships with the defendant insurer — automatic disqualification. One was semi-retired and not accepting new reports. The fourth had subspecialty gait analysis expertise but had never been qualified as an expert witness in Canada.
She registered the search on the MarketForge expert witness platform. Demand profile: biomechanical engineering, occupational loading and gait analysis subspecialty, Alberta or Saskatchewan court qualification, no consulting relationship with Aviva or its subsidiaries in the prior three years.
The platform returned two profiles from its conflict-screened expert bench. One was Dr. Yusuf.
Dr. Yusuf had split his career between occupational health consulting for the Workers' Compensation Board of Alberta and academic research on cumulative loading injury models. He had been qualified as an expert witness in the Alberta Court of Queen's Bench on seven prior occasions. His platform profile documented occupational biomechanics as his primary subspecialty and explicitly listed insurance companies with whom he held active consulting relationships — the WCB was listed; Aviva was not.
Laura's conflict pre-screen was completed through the platform in four hours. Dr. Yusuf confirmed availability for the report timeline by the following morning.
His report — produced within the deadline — distinguished clearly between the single high-load incident mechanism and the cumulative loading hypothesis, anchored to the plaintiff's specific job profile and the load records provided in discovery. The insurer settled before trial.
Act C — Why This Market Stays Broken Without Infrastructure
The four experts Laura's referral network produced were the right professional category — biomechanical engineers. The subspecialty filter she needed — occupational loading and gait analysis specifically — was not legible in any directory she had access to. The conflict-of-interest filter — consulting relationships with specific insurers — exists nowhere in the public record.
Dr. Yusuf was not hard to find once you knew what to look for. His court qualifications were in public court records. His WCB consulting relationship was disclosed on his professional website. The problem was not that the information didn't exist — it was that no mechanism aggregated subspecialty expertise, court qualification history, and conflict-of-interest disclosure into a searchable form at the moment the litigation required it.
Thin market infrastructure makes the distinction legible: encoding what matters — subspecialty, court qualification, conflict disclosure — into a structure that resolves the match in hours rather than weeks, before the deadline the court set becomes the adjournment the client pays for.
Characters are fictional. Alberta Court of Queen's Bench expert witness qualification requirements, occupational biomechanics subspecialty, and insurance consultant conflict-of-interest disclosure practice are real. DeeperPoint is building the infrastructure this story describes.